Inverse methods for atmospheric sounding: theory and practice
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific
[c2000]
|
| Schriftenreihe: | Series on atmospheric, oceanic and planetary physics
v.2 |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Includes bibliographical references and index Atmospheric Remote Sounding Methods -- - Thermal emission nadir and limb sounders -- - Scattered solar radiation -- - Absorption of solar radiation -- - Active techniques -- - Simple Solutions to the Inverse Problem -- - Information Aspects -- - Formal Statement of the Problem -- - State and measurement vectors -- - The forward model -- - Weighting function matrix -- - Vector spaces -- - Linear Problems without Measurement Error -- - Subspaces of state space -- - Identifying the null space and the row space -- - Linear Problems with Measurement Error -- - Describing experimental error -- - The Bayesian approach to inverse problems -- - Bayes' theorem -- - Example: The Linear problem with Gaussian statistics -- - Degrees of Freedom -- - How many independent quantities can be measured? -- - Degrees of freedom for signal -- - Information Content of a Measurement -- - The Fisher information matrix -- - Shannon information content -- - Entropy of a probability density function -- - Entropy of a Gaussian distribution -- - Information content in the linear Gaussian case -- - The Standard Example: Information Content and Degrees of Freedom -- - Probability Density Functions and the Maximum Entropy Principle -- - Error Analysis and Characterisation -- - Characterisation -- - The forward model -- - The retrieval method -- - The transfer function -- - Linearisation of the transfer function -- - Interpretation -- - Retrieval method parameters -- - Error Analysis -- - Smoothing error -- - Forward model parameter error -- - Forward model error -- - Retrieval noise -- - Random and systematic error -- - Representing covariances Remote sounding of the atmosphere has proved to be a fruitful method of obtaining global information about the atmospheres of the earth and other planets. This book treats comprehensively the inverse problem of remote sounding, and discusses a wide range of retrieval methods for extracting atmospheric parameters of interest from the quantities (thermal emission, for example) that can be measured remotely. Inverse theory is treated in depth from an estimation-theory point of view, but practical questions are also emphasized, such as designing observing systems to obtain the maximum quantity of information, efficient numerical implementation of algorithms for processing large quantities of data, error analysis and approaches to the validation of the resulting retrievals. The book is targeted at graduate students as well as scientists |
| Beschreibung: | 1 Online-Ressource (xvi, 238 p.) |
| ISBN: | 9789810227401 9789812813718 981022740X 9812813713 |
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| 500 | |a Remote sounding of the atmosphere has proved to be a fruitful method of obtaining global information about the atmospheres of the earth and other planets. This book treats comprehensively the inverse problem of remote sounding, and discusses a wide range of retrieval methods for extracting atmospheric parameters of interest from the quantities (thermal emission, for example) that can be measured remotely. Inverse theory is treated in depth from an estimation-theory point of view, but practical questions are also emphasized, such as designing observing systems to obtain the maximum quantity of information, efficient numerical implementation of algorithms for processing large quantities of data, error analysis and approaches to the validation of the resulting retrievals. The book is targeted at graduate students as well as scientists | ||
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Datensatz im Suchindex
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| author | Rodgers, C. D., (Clive D.) |
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| dewey-ones | 621 - Applied physics |
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| dewey-tens | 620 - Engineering and allied operations |
| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| format | Electronic eBook |
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| id | DE-604.BV043140135 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:18:41Z |
| institution | BVB |
| isbn | 9789810227401 9789812813718 981022740X 9812813713 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028564326 |
| oclc_num | 827944986 |
| open_access_boolean | |
| owner | DE-1046 DE-1047 |
| owner_facet | DE-1046 DE-1047 |
| physical | 1 Online-Ressource (xvi, 238 p.) |
| psigel | ZDB-4-EBA ZDB-4-EBA FAW_PDA_EBA |
| publishDate | 2000 |
| publishDateSearch | 2000 |
| publishDateSort | 2000 |
| publisher | World Scientific |
| record_format | marc |
| series2 | Series on atmospheric, oceanic and planetary physics |
| spelling | Rodgers, C. D., (Clive D.) Verfasser aut Inverse methods for atmospheric sounding theory and practice Clive D. Rodgers Singapore World Scientific [c2000] 1 Online-Ressource (xvi, 238 p.) txt rdacontent c rdamedia cr rdacarrier Series on atmospheric, oceanic and planetary physics v.2 Includes bibliographical references and index Atmospheric Remote Sounding Methods -- - Thermal emission nadir and limb sounders -- - Scattered solar radiation -- - Absorption of solar radiation -- - Active techniques -- - Simple Solutions to the Inverse Problem -- - Information Aspects -- - Formal Statement of the Problem -- - State and measurement vectors -- - The forward model -- - Weighting function matrix -- - Vector spaces -- - Linear Problems without Measurement Error -- - Subspaces of state space -- - Identifying the null space and the row space -- - Linear Problems with Measurement Error -- - Describing experimental error -- - The Bayesian approach to inverse problems -- - Bayes' theorem -- - Example: The Linear problem with Gaussian statistics -- - Degrees of Freedom -- - How many independent quantities can be measured? -- - Degrees of freedom for signal -- - Information Content of a Measurement -- - The Fisher information matrix -- - Shannon information content -- - Entropy of a probability density function -- - Entropy of a Gaussian distribution -- - Information content in the linear Gaussian case -- - The Standard Example: Information Content and Degrees of Freedom -- - Probability Density Functions and the Maximum Entropy Principle -- - Error Analysis and Characterisation -- - Characterisation -- - The forward model -- - The retrieval method -- - The transfer function -- - Linearisation of the transfer function -- - Interpretation -- - Retrieval method parameters -- - Error Analysis -- - Smoothing error -- - Forward model parameter error -- - Forward model error -- - Retrieval noise -- - Random and systematic error -- - Representing covariances Remote sounding of the atmosphere has proved to be a fruitful method of obtaining global information about the atmospheres of the earth and other planets. This book treats comprehensively the inverse problem of remote sounding, and discusses a wide range of retrieval methods for extracting atmospheric parameters of interest from the quantities (thermal emission, for example) that can be measured remotely. Inverse theory is treated in depth from an estimation-theory point of view, but practical questions are also emphasized, such as designing observing systems to obtain the maximum quantity of information, efficient numerical implementation of algorithms for processing large quantities of data, error analysis and approaches to the validation of the resulting retrievals. The book is targeted at graduate students as well as scientists SOUNDING. nasat ATMOSPHERIC SOUNDING. nasat ATMOSPHERIC PHYSICS. nasat Sondage (Océanographie) Atmosphère / Mesure Aéronautique en météorologie ram Atmosphère / Mesure ram TECHNOLOGY & ENGINEERING / Electrical bisacsh Atmosphere / Measurement fast Sounding and soundings fast Sounding and soundings Atmosphere Measurement Meteorologie (DE-588)4038953-4 gnd rswk-swf Atmosphäre (DE-588)4003397-1 gnd rswk-swf Inverse Methode (DE-588)4162226-1 gnd rswk-swf Atmosphäre (DE-588)4003397-1 s Meteorologie (DE-588)4038953-4 s Inverse Methode (DE-588)4162226-1 s 1\p DE-604 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=512548 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Rodgers, C. D., (Clive D.) Inverse methods for atmospheric sounding theory and practice SOUNDING. nasat ATMOSPHERIC SOUNDING. nasat ATMOSPHERIC PHYSICS. nasat Sondage (Océanographie) Atmosphère / Mesure Aéronautique en météorologie ram Atmosphère / Mesure ram TECHNOLOGY & ENGINEERING / Electrical bisacsh Atmosphere / Measurement fast Sounding and soundings fast Sounding and soundings Atmosphere Measurement Meteorologie (DE-588)4038953-4 gnd Atmosphäre (DE-588)4003397-1 gnd Inverse Methode (DE-588)4162226-1 gnd |
| subject_GND | (DE-588)4038953-4 (DE-588)4003397-1 (DE-588)4162226-1 |
| title | Inverse methods for atmospheric sounding theory and practice |
| title_auth | Inverse methods for atmospheric sounding theory and practice |
| title_exact_search | Inverse methods for atmospheric sounding theory and practice |
| title_full | Inverse methods for atmospheric sounding theory and practice Clive D. Rodgers |
| title_fullStr | Inverse methods for atmospheric sounding theory and practice Clive D. Rodgers |
| title_full_unstemmed | Inverse methods for atmospheric sounding theory and practice Clive D. Rodgers |
| title_short | Inverse methods for atmospheric sounding |
| title_sort | inverse methods for atmospheric sounding theory and practice |
| title_sub | theory and practice |
| topic | SOUNDING. nasat ATMOSPHERIC SOUNDING. nasat ATMOSPHERIC PHYSICS. nasat Sondage (Océanographie) Atmosphère / Mesure Aéronautique en météorologie ram Atmosphère / Mesure ram TECHNOLOGY & ENGINEERING / Electrical bisacsh Atmosphere / Measurement fast Sounding and soundings fast Sounding and soundings Atmosphere Measurement Meteorologie (DE-588)4038953-4 gnd Atmosphäre (DE-588)4003397-1 gnd Inverse Methode (DE-588)4162226-1 gnd |
| topic_facet | SOUNDING. ATMOSPHERIC SOUNDING. ATMOSPHERIC PHYSICS. Sondage (Océanographie) Atmosphère / Mesure Aéronautique en météorologie TECHNOLOGY & ENGINEERING / Electrical Atmosphere / Measurement Sounding and soundings Atmosphere Measurement Meteorologie Atmosphäre Inverse Methode |
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